Jonathan Carlucho

I’m an AI-native engineer and Founder who ships production AI systems—starting from “map your highest-leverage manual workflow” and delivering a running system in days, not decks. Most candidates show certificates; I show a live production system: an AI sales agent answering real customers right now on cylinderautosales.com.

I architect and verify the whole stack: I drive AI coding agents (Claude Code, Codex) that write complete code, then harden everything with adversarial audits, guardrails, and LLM-as-judge evaluation. I built “Sofía,” a bilingual AI sales agent that qualifies and books customers 24/7, mined 1,200+ real conversations, and shipped a “sales radar” to prove activity and conversion through the CRM/ad closed loop.

I also build supporting infrastructure that makes the system scale and stay safe, including “Agency OS” and “Sofía Cloud” (multi-tenant conversation storage with Supabase RLS). In automation and quantitative work, I’ve built an Android device farm and a Chrome extension for marketplace publishing, and I’ve recovered and extended an algorithmic trading system with disciplined validation using out-of-sample testing.